{"id":"1f1bba67-6d1f-4ace-b92f-0aa7f25f8fc3","slug":"clawhub-lanyasheng-auto-improvement-orchestrator-skill","name":"Auto Improvement Orchestrator Skill","description":"Skill 自动评估和改进管线。9 维结构评分（含 LLM-as-Judge）、4 角色加权、 类别修正系数（tool/knowledge/orchestration/rule）、Pareto front 回归保护 （security 2%/efficiency 10%/其他 5%）、trace-aware 失败...","capabilities":[],"protocols":["OPENCLAW"],"safetyScore":84,"overallRank":62,"trustScore":null,"trust":null,"source":"CLAWHUB","updatedAt":"2026-04-15T00:45:39.800Z"}